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* Uncomment NER training
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@ -133,7 +133,7 @@ def train(Language, gold_tuples, model_dir, n_iter=15, feat_set=u'basic',
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gold = GoldParse(tokens, annot_tuples, make_projective=True)
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loss += nlp.parser.train(tokens, gold)
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#nlp.entity.train(tokens, gold)
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nlp.entity.train(tokens, gold)
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nlp.tagger.train(tokens, gold.tags)
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random.shuffle(gold_tuples)
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print '%d:\t%d\t%.3f\t%.3f\t%.3f\t%.3f' % (itn, loss, scorer.uas, scorer.ents_f,
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@ -160,7 +160,7 @@ def evaluate(Language, gold_tuples, model_dir, gold_preproc=False, verbose=False
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if raw_text is None:
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tokens = nlp.tokenizer.tokens_from_list(annot_tuples[1])
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nlp.tagger(tokens)
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#nlp.entity(tokens)
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nlp.entity(tokens)
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nlp.parser(tokens)
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else:
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tokens = nlp(raw_text, merge_mwes=False)
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@ -182,7 +182,7 @@ def write_parses(Language, dev_loc, model_dir, out_loc, beam_width=None):
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if raw_text is None:
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tokens = nlp.tokenizer.tokens_from_list(annot_tuples[1])
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nlp.tagger(tokens)
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#nlp.entity(tokens)
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nlp.entity(tokens)
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nlp.parser(tokens)
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else:
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tokens = nlp(raw_text, merge_mwes=False)
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